{"product_id":"the-art-of-deep-learning-image-augmentation-the-seeds-of-success-9789819650804","title":"The Art of Deep Learning Image Augmentation: The Seeds of Success","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 142 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 03 May 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer Nature Switzerland AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eFinally, Chapter 6 explores cutting-edge advancements, covering AutoAugment, interpretable augmentation, attention-based augmentation, counterfactual augmentation, and human-in-the-loop augmentation, emphasizing the role of human expertise in creating high-quality augmented data.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9789819650804\u003c\/p\u003e","brand":"Jyotismita Chaki","offers":[{"title":"Paperback \/ softback","offer_id":47458777432314,"sku":"9789819650804","price":37.47,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1751059970997_book.jpg?v=1751097986","url":"https:\/\/shulphink.com\/products\/the-art-of-deep-learning-image-augmentation-the-seeds-of-success-9789819650804","provider":"Shulph Ink","version":"1.0","type":"link"}